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The superiority of empirical Bayes estimator of parameters in linear model

Authors :
Zhang, Weiping
Wei, Laisheng
Yang, Yaning
Source :
Statistics & Probability Letters. Apr2005, Vol. 72 Issue 1, p43-50. 8p.
Publication Year :
2005

Abstract

Abstract: In this paper, an empirical Bayes (EB) estimator is derived for the estimable functions of the parameters in normal linear model. The superiority of the EB estimator over ordinary least-squares (LS) estimator is investigated under mean square error matrix (MSEM) criterion. [Copyright &y& Elsevier]

Details

Language :
English
ISSN :
01677152
Volume :
72
Issue :
1
Database :
Academic Search Index
Journal :
Statistics & Probability Letters
Publication Type :
Periodical
Accession number :
17435515
Full Text :
https://doi.org/10.1016/j.spl.2004.12.001